Time series data wrangling and visualization
#loading the packages that I think that I will need for this time series analysis
#Packages for general use:
library(tidyverse)
library(janitor)
library(lubridate)
library(here)
library(RColorBrewer)
library(knitr)
#Packages for time series use:
library(tsibble)
library(fable)
library(fabletools)
library(feasts)
# Reading in the data that will be analyzed
read_csv(here("data", "cbr_fish_passage_bonneville_allyrs_steelhead.csv"))
## # A tibble: 29,646 x 7
## year `mm-dd` location parameter unit datatype value
## <dbl> <chr> <chr> <chr> <chr> <chr> <dbl>
## 1 2019 1-Jan BON Stlhd fish/day Adult Passage 7
## 2 2019 2-Jan BON Stlhd fish/day Adult Passage 19
## 3 2019 3-Jan BON Stlhd fish/day Adult Passage 8
## 4 2019 4-Jan BON Stlhd fish/day Adult Passage 18
## 5 2019 5-Jan BON Stlhd fish/day Adult Passage 11
## 6 2019 6-Jan BON Stlhd fish/day Adult Passage 8
## 7 2019 7-Jan BON Stlhd fish/day Adult Passage 7
## 8 2019 8-Jan BON Stlhd fish/day Adult Passage 1
## 9 2019 9-Jan BON Stlhd fish/day Adult Passage 2
## 10 2019 10-Jan BON Stlhd fish/day Adult Passage 6
## # … with 29,636 more rows
Summary of the project.
Images of Bonneville Dam and/or steelhead
knitr::include_graphics("images/bonneville-dam-and-people-fishing.jpg")